👩‍💻 Paige Bailey Profile Banner
👩‍💻 Paige Bailey Profile
👩‍💻 Paige Bailey

@DynamicWebPaige

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✨Keep it simple, make it scale. AI should be about empowering people, building understanding, & making dreams realities. 👩‍💻GenAI @GoogleDeepMind ex- @GitHub

179°56′39.4″, +0°2′46.2″ 8k pc
Joined December 2008
Don't wanna be here? Send us removal request.
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@DynamicWebPaige
👩‍💻 Paige Bailey
10 months
✨👩‍💻 Our @DeepMind Code AI team delivered a presentation this morning about the work we've done internally and externally—and the path for reinventing what it means to do software development and creative technical work in the age of generative models. 🤖 RL and generative…
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@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
i've experienced more peer pressure to buy crypto than to do drugs, tbh
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@DynamicWebPaige
👩‍💻 Paige Bailey
5 years
a poem about silicon valley, assembled from quora questions about silicon valley.
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👩‍💻 Paige Bailey
3 years
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@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
well, this explains things
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@DynamicWebPaige
👩‍💻 Paige Bailey
6 years
mom: I'm riding in an Uber today mom: and the driving directions are terrible me: sorry, mom, that's too bad mom: the driver says it is because of the algorithm mom: but I told him my daughter works on algorithms for her job and would fix it for him me: ... mom: here is Mark
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@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
。 ☆ 。  ☆。  ☆ 。 ☆。 \   |   /。 ☆ you probably don't need machine learning ☆。 /  |  \。 ☆ 。  ☆。  ☆ 。  ☆。 。
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@DynamicWebPaige
👩‍💻 Paige Bailey
6 years
(If those rumors about a #VisiCalc Easter Egg are true, @elonmusk , I've never had a better incentive to buy a car. 🚗)
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@DynamicWebPaige
👩‍💻 Paige Bailey
7 years
1) Pick an industry 2) Ask people in that industry what they use spreadsheets for 3) Build something better
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@DynamicWebPaige
👩‍💻 Paige Bailey
6 years
*standing in line for pho tonight, behind a dad who's trying to explain Alzheimer's to his son* boy: "But grandma forgot me!" dad: "Remember Dory? She forgot things, too, right?" boy: "…yes" dad: "But did that mean she loved Nemo any less?" boy: *beaming* "no!"
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@DynamicWebPaige
👩‍💻 Paige Bailey
2 months
🤯 Mind officially blown: I recorded a screen capture of a task (looking for an apartment on Zillow). Gemini was able to generate Selenium code to replicate that task, and described everything I did step-by-step. It even caught that my threshold was set to $3K, even though I…
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@DynamicWebPaige
👩‍💻 Paige Bailey
6 years
O(1): random access to an element in a collection, dependent on indexing O(n): list iterations O(n^2): nested loops on the same collection O(log n): divide and conquer O(n log n): iterations that use divide and conquer O(n!): adding a nested loop for every input you have
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@DynamicWebPaige
👩‍💻 Paige Bailey
4 years
The team at @Deezer just released #Spleeter , a Python music source separation library with state-of-the-art pre-trained models! 🎶✨ Straight from command line, you can extract voice, piano, drums... from any music track! Uses @TensorFlow and #Keras .
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@DynamicWebPaige
👩‍💻 Paige Bailey
1 month
🔫 Badass! A team at the @MistralAI hackathon in SF trained the 7B open-source model to play DOOM, based on an ASCII representation of the current frame in the game. 🤯 @ID_AA_Carmack
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@DynamicWebPaige
👩‍💻 Paige Bailey
6 years
[✓] wear a BSOD shirt on a @Microsoft campus 🤦
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@DynamicWebPaige
👩‍💻 Paige Bailey
2 years
can we just tell all the children that this is the metaverse
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@DynamicWebPaige
👩‍💻 Paige Bailey
2 years
👩‍💻 Big news—today is my first day as the Director for Data Science & MLOps at @github . Am excited to work with everyone in the open-source community to ensure that our platforms, developer tools, & ML systems offer a productive, delightful, collaborative, and safe experience. 🤗
@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
status update
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@DynamicWebPaige
👩‍💻 Paige Bailey
11 months
"Our studies revealed that when solving a coding task with Copilot, programmers may spend a large fraction of total session time (34.3%) on just double-checking and editing suggestions, and spend *more than half* of the task time on Copilot related activities, together indicating…
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@devanbu
பேராசிரியர் Prem Devanbu
11 months
There's been several good studies on how people actually use LLMs for coding tasks. This one presents an interesting, mixed-methods, deep-dive into the topic. From @HsseinMzannar @bansalg_ @adamfourney and @erichorvitz ; good list of relevant cites, too!
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@DynamicWebPaige
👩‍💻 Paige Bailey
2 years
I wrote a source code poem tonight, and it actually ran!
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@DynamicWebPaige
👩‍💻 Paige Bailey
7 years
Did you know that "netsh wlan show profile" shows every network your computer has ever connected to? And "key=clear" shows the *passwords*?
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@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
🥳 Am excited to share that we have released : a completely in-browser @github + @code editing tool. You can even *run* @ProjectJupyter notebooks with the entire #Python data science stack, using the #Pyodide extension ()! cc @jakevdp
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@DynamicWebPaige
👩‍💻 Paige Bailey
4 years
I'm absolutely in love with the mathematical and code annotations for this blog post on reinforcement learning! 😍✨ Building a Powerful DQN in @TensorFlow 2.0 (explanation & tutorial) by Sebastian Theiler
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@DynamicWebPaige
👩‍💻 Paige Bailey
7 years
...is, uh. is anyone else kind of turned on by this
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@DynamicWebPaige
👩‍💻 Paige Bailey
6 years
(sorry, folks ❤️)
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@DynamicWebPaige
👩‍💻 Paige Bailey
5 years
Want to get started with open-source software, but not with code? 👩‍🎨 Design a logo ⁉️ Answer questions on @StackOverflow 📒 Write docs! 👩‍🏫 Teach a course 📈 Triage issues, or help with project management ❤️ Post on social media 🐛 Submit issues *All* contributions are valuable.
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@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
Louder, for the paper reviewers in the back.
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@DynamicWebPaige
👩‍💻 Paige Bailey
5 years
privilege is the human equivalent of 'works on my machine'
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@DynamicWebPaige
👩‍💻 Paige Bailey
4 years
GOOD NIGHT, TWITTER
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@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
📊📒🤯 What in the world... @ProjectJupyter notebooks in @MSExcel : "Use #Excel as an interactive playground for organizing and visualizing your data, seamlessly switching to Python for more sophisticated tools, such as machine learning or data munging."
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@DynamicWebPaige
👩‍💻 Paige Bailey
5 years
| ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄| REAL LEADERS GROW OTHER LEADERS | ___________| (\_❀) || (•ㅅ•) || /   づ
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@DynamicWebPaige
👩‍💻 Paige Bailey
4 years
Two new websites that I'll be keeping handy for the foreseeable future: 🙌 : translates natural language inputs into bash commands using @TensorFlow 2.x 🐚 : beautiful, detailed manpage explanations for arbitrary shell commands
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@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
I don't want to be That Person, @Netflix , but the font that you have listed as an option for a chat program in 1994 wasn't released to the general public until 2007
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@DynamicWebPaige
👩‍💻 Paige Bailey
5 years
✨🧠 The ecosystem that has grown up around @TensorFlow in the last few years blows my mind. There's just so much functionality, compared to some of the other, newer frameworks. 👉Consider this an ever-expanding thread for me to take notes + wrap my brain around products. Ready?
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@DynamicWebPaige
👩‍💻 Paige Bailey
6 years
| ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄| DON'T BE AFRAID TO LEARN IN PUBLIC |___________| (\__/) || (•ㅅ•) || /   づ
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@DynamicWebPaige
👩‍💻 Paige Bailey
7 years
WHAT GIRLS LOOK FOR IN GUYS: • NVIDIA Tesla K80 graphics card • ≥1440GiB SSD storage capacity • sleek chrome finish w/ electric blue flames
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@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
"Machine learning in production"—even at Google, even at Microsoft—almost always means "linear or traditional models". (and this isn't a bad thing)
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@DynamicWebPaige
👩‍💻 Paige Bailey
6 years
It is an unfortunate reality that academia does not consider software engineering or tool-building valid areas of academic work—but if libraries like ggplot2 and scikit-learn were referenced as often as they were used in research papers, that paradigm might shift. Please cite.
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@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
🚀I am over-the-moon to announce that I will be joining @Microsoft 's Developer Tools division as a Principal PM, starting next Tuesday. This means getting to partner with teams like @code , @Github CodeSpaces, #IntelliCode , & more: bringing a data-driven approach to development.
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@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
"Machine-learning-enabled robots will take over the world," they told me.
@DimaKrotov
Dmitry Krotov
3 years
@hardmaru I wish they had also created a diverse dataset of rugs so that it didn’t confuse black stripes with cliffs and I could finally get my entire house cleaned 😂
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👩‍💻 Paige Bailey
6 years
friendly reminder that (a) high-res pictures of Han Solo exist on the internet; and (b) companies will put any high-res photo on a shower curtain and send it to you for $22
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👩‍💻 Paige Bailey
4 years
👩‍💻 Full disclosure: I detest whiteboard interviews. But: @Stanford offers a course each year called "problem-solving for the CS Technical Interview", and if you want to pass whiteboard exams at FAANG companies, it is *the best* resource. Link here: 👉
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@DynamicWebPaige
👩‍💻 Paige Bailey
2 years
This is so beautiful, and needed: "an open access book on scientific visualization using python and @matplotlib ." 💻: 👨‍🏫:
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@DynamicWebPaige
👩‍💻 Paige Bailey
5 years
📢 IMPORTANT LIFE EVENT: ✨ Am delighted to announce that I've started a 100%, full-time rotation as product manager for @TensorFlow , focusing on #S4TF + high-level APIs (particularly #Keras ). Please send me your feedback—and let's work together to make @TensorFlow even better!
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👩‍💻 Paige Bailey
6 years
✨IT IS OFFICIAL ✨
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👩‍💻 Paige Bailey
9 months
please make AI a relatively low-drama, low-visibility, math-nerd activity again so we can all just do our work in peace
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@DynamicWebPaige
👩‍💻 Paige Bailey
5 years
how it feels to be a beginner trying to contribute to an established open-source project
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👩‍💻 Paige Bailey
3 years
Am very, very ready for the deep learning hype curve to start dying down. 😅 *So much* business value can be claimed with basic statistics, exploratory data analysis, and traditional machine learning–and those techniques require just a fraction of the time and complexity of DL.
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@DynamicWebPaige
👩‍💻 Paige Bailey
1 year
"Now it is clear that anyone working with rocket fuels is outstandingly mad. I don’t mean garden-variety crazy or a merely raving lunatic. I mean a record-shattering exponent of far-out insanity." 🚀
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👩‍💻 Paige Bailey
2 years
Oh, rad: did you know that you can use functions as values in a Python dictionary? 🐍 You can define the lambda function as a reference to the keys of the dictionary, and then you can pass arguments to it and evaluate it. 😘 Unsolicited {dict} pic:
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👩‍💻 Paige Bailey
6 years
Favorite explanatory sentences: —"Let's make this concrete with an example." —"Let's unpack that description / definition." —"Now, we're going to focus on building intuition." Least favorite: —"This exercise is left to the reader." —"As you can see…" —"As should be obvious…"
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👩‍💻 Paige Bailey
6 years
and one day I will tell my grandchildren how their grandmother unmounted, then remounted, a television in her hotel room just to connect an HDMI cable to her @Raspberry_Pi
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👩‍💻 Paige Bailey
3 years
this will never stop being beautiful and bonkers to my broken American brain 🚆💕
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👩‍💻 Paige Bailey
5 years
d'you remember the telephone game we played as kids? everyone stood in a line - 1st person whispers a sentence to the 2nd person, who makes a minor change, etc. by the end of the line, the sentence was mangled/unrecognizable the grown-up version of this is called "Legacy Code"
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👩‍💻 Paige Bailey
4 years
I love machine learning, for a lot of reasons; but one of those reasons is *definitely* that a person can think: "What would happen if I tried to bucketize the lyrics from 124,288 heavy metal songs into categories?" and publish an academic paper on it.
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👩‍💻 Paige Bailey
3 years
I want to not be surprised if a software engineer or a data scientist used to be a biologist, or a bartender, or an aesthetician, or a geologist. These skills don't require an ivory tower, or time sacrificed on acronyms for an advanced degree. Github or Gitlab should be your CV.
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👩‍💻 Paige Bailey
3 years
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👩‍💻 Paige Bailey
4 years
me: mom me: i keep telling you me: i cannot move to austin mom: how many AI people can there be in california? mom: just move them all here me: .. mom: y'all could all live together mom: out in the hill country me: .. me: you want me to establish a texan deep learning commune
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👩‍💻 Paige Bailey
8 months
📊 "Computer programming textbooks and software documentation often contain flowcharts to illustrate the flow of an algorithm or procedure. Modern OCR engines often tag these flowcharts as graphics and ignore them in further processing. In this paper, we work towards making…
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👩‍💻 Paige Bailey
3 years
🤯Wait... this can't be right. Right?🤯 Just tested creating a SQLite database on , using solely Pyodide; and ran a query against it with pandas. All in the browser. No VM, no cloud-hosted resources; just @Github and the WASM-y Python data science stack.
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👩‍💻 Paige Bailey
5 years
To anyone who needs it today: You are exceptional. You are strong. You are brave. You are enough. You can do this. ♥️ I believe in you.
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👩‍💻 Paige Bailey
3 years
"Reading computer code *does not* activate the regions of the brain that are involved in language processing. It activates a distributed network, which is also recruited for complex cognitive tasks such as solving math problems or crossword puzzles." 🧮🧩
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👩‍💻 Paige Bailey
3 months
@Microsoft 's New Future of Work Report just dropped, and it's overwhelmingly focused on how AI impacts every aspect of information work. Adding some highlights below, but strongly recommend taking a look through the slides! 📓 TL;DR - information…
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@DynamicWebPaige
👩‍💻 Paige Bailey
1 year
✨🤫✨
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👩‍💻 Paige Bailey
3 years
👩‍💻 What is a "data scientist" or "machine learning engineer", really? 📄: Synthesizing responses from @StackOverflow , the @PSF Survey, the @Kaggle Survey, the @AnacondaInc survey, and more, I have taken a first stab at some common cohorts. Take a look!
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👩‍💻 Paige Bailey
6 years
✨BIG IMPORTANT NEWS✨ I will be transitioning to a new role at @Microsoft , working as a SWE with @HaishiBai2010 and Yaron Schneider under the legendary @MarkRussinovich . 😁 Being an @AzureAdvocates has been the experience of a lifetime—and I'm excited for the new challenge! 🙌
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👩‍💻 Paige Bailey
6 years
So, time to drop some knowledge bombs. Most data scientists aren't taught: - TCP/IP Protocol architectures - how to deploy a server - RESTful vs SOAP web services - Linux command line tools - the software development life cycle - modular functions + the concept of writing tests
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@DynamicWebPaige
👩‍💻 Paige Bailey
13 days
Please, please go hug your parents while you still can. Am going to miss you, dad. And am grateful you aren't in pain any more. 😞🖤
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👩‍💻 Paige Bailey
3 years
"This extension adds a quick command to search @StackOverflow without leaving @Code . You can find the command by search, or by using the hotkeys cmd+h on Mac or ctrl+h on @Windows ." who built this & how can I buy you coffee 👩‍💻 ⚙️
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👩‍💻 Paige Bailey
2 years
Am loving the simplicity of these static timeline plots, generated with Python from just a blob of JSON: Do you have any favorite libraries for similar plots (with the caveat that I'd like to have something just as simple)?
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👩‍💻 Paige Bailey
5 years
Mine was to work on machine learning at @Google . It's taken a while—and, on the way, I found a different job (and a family) that also turned out to be a dream. ✨ But: 11/27 will be my first day as a @TensorFlow Developer Advocate at @GoogleAI , working in Mountain View, CA. ❤️
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👩‍💻 Paige Bailey
6 years
Rant (again): I'm a firm believer that if your students don't feel safe, supported, and confident enough to ask questions, then you aren't doing your job as a teacher. 🙅‍♀️ Education should be about building up the people around you; not elevating yourself or your ego. 👎
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👩‍💻 Paige Bailey
3 years
Y'all've probably already guessed, but I'm moving back to Central Texas, and have a couple of non-work goals (more RE: work soon): 1) Make Texas a leader in K-12 computer science education. 2) Increase the % of Texas community college students who take tech roles, post-college.
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@DynamicWebPaige
👩‍💻 Paige Bailey
2 years
🙌 Update: today is my last day at @Microsoft / @github ! I'm so grateful for everything I've learned over the past year+, and for the partnerships with the @code , @openai , @github , & @githubnext teams. Being a small part of projects like Codespaces + Copilot has been an honor. ❤️
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👩‍💻 Paige Bailey
5 years
| ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄| MAILING LISTS AREN'T DOCUMENTATION |___________| (\__/) || (•ㅅ•) || /   づ
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👩‍💻 Paige Bailey
3 years
Maybe this is naïve–but I don't think *anyone* wants to think, at the end of their career, "gee, sure helped lots of people click on ads!"; or "sure did make cameras effective at recognizing folks!" Machine learning could be more– empowering, supporting, enabling. It should be.
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👩‍💻 Paige Bailey
2 years
Automatic refactoring for Python code in notebooks (cleaning up & grouping code; transforming cells into testable functions) Source code completion and docstring generation and automatically unrolling notebook state, if you ran cells out of order. Nice!
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👩‍💻 Paige Bailey
3 years
Claude Shannon was an engineer, and took a philosophy course as an elective. It introduced him to an old system of logic showing that True&False statements could be encoded as 1s & 0s + solved like math problems. This led to the development of binary code and information theory.
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👩‍💻 Paige Bailey
6 years
🐍 #Python family: if you ever want to inspect the source code for a module that you've imported, but don't want to waste time hunting around for the .py file: import inspect import pprint pprint.pprint( inspect.getsource( <module_name>))
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👩‍💻 Paige Bailey
4 months
really bummed that everyone seems to be working on AI-as-task-completer before AI-as-educator-&-explainer or AI-as-thought-partner we should be using these tools to help folks learn to think empirically and to ask better questions, not to just outsource thinking to a new entity
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👩‍💻 Paige Bailey
1 year
"Write a rap battle about PyTorch and JAX." 🤣
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👩‍💻 Paige Bailey
2 years
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👩‍💻 Paige Bailey
5 years
why can't the cultural norm be buying strangers books in bookstores instead of buying them drinks in bars
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👩‍💻 Paige Bailey
6 years
df <- expand.grid(x = 1:10, y=1:10) df$angle <- runif(100, 0, 2*pi) df$speed <- runif(100, 0, sqrt(0.1 * df$x)) ggplot(df, aes(x, y)) + geom_point() + geom_spoke(aes(angle = angle, radius = speed)) y'all twitterpeople give me 280 characters? yr just gonna get code samples
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👩‍💻 Paige Bailey
3 years
I am *so, so proud* (and admiring!) of how Microsoft has built its open-source community over the past several years. ❤️
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👩‍💻 Paige Bailey
3 years
I cannot stop laughing, give Ben Harris all the prizes 😂
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👩‍💻 Paige Bailey
6 years
<-- will die on a hill defending that: —Docs are required for shipping a product. —APIs must be designed for developers. —Naming conventions should be consistent with your community. —Know your community's tools, and write docs and interfaces focused on those integration points.
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👩‍💻 Paige Bailey
3 years
To anyone who needs to hear this today: how you treat people is the only true measure of your character.
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👩‍💻 Paige Bailey
1 year
Can we please crowd-source an applied math curriculum taught in Python instead of MATLAB or Mathematica?
@itamblyn
Isaac Tamblyn
1 year
Why are universities teaching courses in Matlab. Seriously - how is this still a thing?
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👩‍💻 Paige Bailey
6 months
👩‍💻 @Google 's internal software systems have been capturing telemetry on literally *everything our engineers do*, for the last 25+ years... ...Which, stitched together, makes an awesome training dataset for a software engineering assistant. 😁 "DIDACT turns Google's software…
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👩‍💻 Paige Bailey
3 years
warning: very biased opinion but, for developer tools: you don't need a "PM" you need "an empathetic engineer, who is so frustrated with the experience of doing their work that they're willing to become a PM to change the state of the world for themselves and their colleagues"
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@DynamicWebPaige
👩‍💻 Paige Bailey
5 years
✨👩‍💻📰 Someone give #PapersWithCode every single prize. Displays every academic paper with code that has been open-sourced, ordered by @Github stars accumulated in the last three days. ⭐️ There are even auto-populated tags for conferences and data sets!
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@DynamicWebPaige
👩‍💻 Paige Bailey
5 years
I've turned into someone who prefers strongly-typed programming languages and am not sure if Google did this to me or if I've always secretly been this way
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@DynamicWebPaige
👩‍💻 Paige Bailey
3 years
✨💖 Ecstatic to *finally* be able to talk about Copilot: a collaboration between @Github , @OpenAI , and @Microsoft 's Developer Tools division. I've been using it for everything from FORTRAN to Markdown to Python for the last months, and it has made me *so much more* productive.
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👩‍💻 Paige Bailey
6 years
✨🧠 #DataScience / #MachineLearning friends who 💕 @code : I'd like to introduce you to #Neuron , a collaboration between @ImperialCollege and @Microsoft . 🖼Render images 📈Plot graphs 🔎 #RegEx search 📓Reorder imported @ProjectJupyter cells ✨...and more!
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@DynamicWebPaige
👩‍💻 Paige Bailey
4 years
"Everybody is fighting a battle they're not tweeting about."
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👩‍💻 Paige Bailey
1 year
we're on arXiv, fam! 📄
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@_arohan_
rohan anil
1 year
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@DynamicWebPaige
👩‍💻 Paige Bailey
2 years
🤯 My new favorite hobby is opening a random repo from @PapersWithCode (for example, ); using @code 's Python extension to extract classes into methods... ...and then asking @GitHub Copilot to (1) explain that new method, and (2) recommend a name for it. 🤯
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👩‍💻 Paige Bailey
2 years
"Data is immutable. Notebooks are for exploration and communication. Analysis is a DAG. Build from the environment up. Keep secrets and configuration out of version control. Be conservative in changing the default folder structure." More of this, please:
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👩‍💻 Paige Bailey
1 year
🔥 WHAT GIRLS LOOK FOR IN GUYS: • NVIDIA H100 Tensor Core GPU • 80 GB HBM2e memory • 96.31 TFLOPS (4:1) FP16 theoretical performance • sleek chrome finish w/ electric blue flames
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@DynamicWebPaige
👩‍💻 Paige Bailey
9 days
Not looking for responses, just need to write and to be vulnerable for a tiny second: having a parent die, especially so quickly, is such a surreal feeling. I keep trying to postpone thinking about it, just trying to accumulate a backlog of tasks (for work, for hobbies, for…
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